Automatic purse-string suture skill assessment in transanal total mesorectal excision using deep learning-based video analysis.

Daichi KitaguchiKoichi TeramuraHiroki MatsuzakiHiro HasegawaNobuyoshi TakeshitaMasaaki Ito

Published in: BJS open (2023)

An automatic purse-string suture skill assessment system using deep learning-based video analysis was shown to be feasible, and the results indicated that the artificial intelligence score was reliable. This application could be expanded to other endoscopic surgeries and procedures.

Keyphrases

deep learning
artificial intelligence
machine learning
convolutional neural network
rectal cancer
big data
ultrasound guided
clinical evaluation